xuyiqing/gsynth: Generalized Synthetic Control Method

Provides causal inference with interactive fixed-effect models. It imputes counterfactuals for each treated unit using control group information based on a linear interactive fixed effects model that incorporates unit-specific intercepts interacted with time-varying coefficients. This method generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and interpretability. This version supports unbalanced panels and implements the matrix completion method. Main reference: Yiqing Xu (2017) <doi:10.1017/pan.2016.2>.

Getting started

Package details

AuthorYiqing Xu, Licheng Liu
MaintainerYiqing Xu <[email protected]>
URL http://yiqingxu.org/software/gsynth/gsynth_examples.html
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
xuyiqing/gsynth documentation built on March 9, 2019, 3:20 a.m.